| 多维人格测验的反应与反应时联合建模分析 |
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| 引用本文： | 严 娟,郭小军,罗照盛.多维人格测验的反应与反应时联合建模分析[J].江西师范大学学报(自然科学版),2022,0(5):453-459. |
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| 作者姓名： | 严 娟 郭小军 罗照盛 |
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| 作者单位： | (1.赣南师范大学教育科学学院,江西 赣州 341000; 2.江西师范大学心理学院,江西 南昌 330022) |
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| 摘 要： | 针对当前人格测验反应与反应时的数据分析模型只适用单独分析各子维度的情况,该文提出了联合单维反应时与多维反应的联合模型(JRT-M2PLM)以及联合多维反应时与多维反应的联合模型(JMRT-M2PLM),以期更准确地评估被试人格特质.在模拟研究中,发现多维联合模型JRT-M2PLM和JMRT-M2PLM的各参数均能被准确地估计,而且比单维的联合模型JRT-2PLM估计结果更优.在实际数据上,联合模型JRT-M2PLM和JMRT-M2PLM的拟合指数明显优于单维度联合模型JRT-2PLM.因此,在多维人格测验数据分析中,非常有必要考虑人格测验反应与反应时的多维性.
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| 关 键 词： | 多维人格测验 反应时 多维模型 联合建模 |
The Joint Modeling of Response and Response Time in Multidimensional Personality Tests |
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| YAN Juan,GUO Xiaojun,LUO Zhaosheng.The Joint Modeling of Response and Response Time in Multidimensional Personality Tests[J].Journal of Jiangxi Normal University (Natural Sciences Edition),2022,0(5):453-459. |
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| Authors: | YAN Juan GUO Xiaojun LUO Zhaosheng |
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| Affiliation: | (1.School of Education Science,Gannan Normal University,Ganzhou Jiangxi 341000,China; 2.School of Psychology,Jiangxi Normal University,Nanchang Jiangxi 330022,China) |
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| Abstract: | For the current personality test response and response time data analysis model,it is only applicable to analyze the situation of each sub-dimension separately.Therefore,a joint model of unidimensional response time and multidimensional response(JRT-M2PLM)and a joint model of multidimensional response and response time(JMRT-M2PLM)are proposed to more accurately assess the personality traits.In the simulation study,it is found that the parameters of the multidimensional joint model JRT-M2PLM and JMRT-M2PLM can be estimated accurately and better than the unidimensional joint model JRT-2PLM.In the actual data,the fitting indices of the joint models JRT-M2PLM and JMRT-M2PLM are significantly better than the unidimensional joint model JRT-2PLM.Consequently,it is very necessary to consider the multidimensionality in the analysis of the responses and response times of the multidimensional personality test. |
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| Keywords: | multidimensional personality test response time multidimensional model joint modeling |
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